Age at menopause among rural and urban women in the state of Campeche, Mexico

Age at natural menopause and its determinants in female population of Kharameh cohort study: Comparison of regression, conditional tree and forests

BACKGROUND

Natural menopause is defined as the permanent cessation of menstruation that occurs after 12 consecutive months of amenorrhea without any obvious pathological or physiological cause. The age of this phenomenon has been reported to be associated with several health outcomes.

OBJECTIVES

This study aimed to estimate the Age at Natural Menopause (ANM) and to identify reproductive and demographic factors affecting ANM.

METHODS

This cross-sectional, population-based study was conducted on 2517 post-menopausal women aged 40-70 years participating in the first phase of the PERSIAN cohort study of Kharameh, Iran, during 2014-2017. To more accurately detect the determinants of ANM, we applied multiple linear regression beside some machine learning algorithms including conditional tree, conditional forest, and random forest. Then, the fitness of these methods was compared using Mean Squared Error (MSE) and Pearson correlation coefficient.

RESULTS

The mean±SD of ANM was 48.95±6.13. Both applied forests provided more accurate results and identified more predictors. However, according to the final comparison, the conditional forest was the most accurate method which recognized that more pregnancies, longer breastfeeding, Fars ethnicity, and urbanization have the greatest impact on later ANM.

CONCLUSIONS

This study found a wide range of reproductive and demographic factors affecting ANM. Considering our findings in decision-making can reduce the complications related to this phenomenon and, consequently, improve the quality of life of post-menopausal women.

Factors predicting age at menopause among Iranian women in the Bandare-Kong cohort study (a cross-sectional survey of PERSIAN cohort study)

BACKGROUND

Menopause is a natural period in women's life and can be affected by several factors. The aim of this study was to identify the associated factors for age of natural menopause and among women with early and premature menopause based on a cohort study in Iran.

METHODS

This population-based study was conducted on 894 post menopause women between 35 and 70 years old who participated in the Bandare-Kong Non-Communicable Diseases (BKNCD) Cohort Study, a part of Prospective Epidemiological Research Studies in Iran (PERSIAN) from March 2016 to February 2019. All women completed a standard self-reported questionnaire. Data were analyzed using chi-square test, independent t test, and ANOVA as well as a multivariable linear regression model.

RESULTS

The mean age at natural menopause was 48.31 ± 6.34 years. After adjusting other variables, gravida, history of cardiac disease, socioeconomic status and residence status were predictive of age at menopause (P < 0.001). Among the premature menopause group, the mean age at menopause was significantly higher among women with diabetes compared to women without diabetes group (35.68 ± 2.92 vs. 33.82 ± 3.06; P = 0.043), while the mean age at menopause was significantly lower in women with infertility compared to women without infertility (29.13 ± 5.22 vs. 34.84 ± 2.826; P = 0.048).

CONCLUSIONS

This study suggests that the predictors of menopausal age differed in women with premature menopause compared to overall menopause age. Prospective studies are needed to evaluation the effects of these factors on menopausal age.

Cardiometabolic disease risk factors in pre- and postmenopausal women from four sub-Saharan African countries: A cross-sectional study

OBJECTIVE

To compare the risk factors for cardiometabolic disease between pre- and postmenopausal women from four sub-Saharan African countries.

STUDY DESIGN

This cross-sectional study included 3609 women (1740 premenopausal and 1869 postmenopausal) from sites in Ghana (Navrongo), Burkina Faso (Nanoro), Kenya (Nairobi), and South Africa (Soweto and Dikgale). Demographic, anthropometric and cardiometabolic variables were compared between pre- and postmenopausal women, within and across sites using multivariable regression analyses. The sites represent populations at different stages of the health transition, with those in Ghana and Burkina Faso being rural, whilst those in Kenya and South Africa are more urbanised.

MAIN OUTCOME MEASURES

Anthropometric and cardiometabolic variables.

RESULTS

The prevalence rates of risk factors for cardiometabolic disease were higher in South (Soweto and Dikgale) and East (Nairobi) Africa than in West Africa (Nanoro and Navrongo), irrespective of menopausal status. Regression models in combined West African populations demonstrated that postmenopausal women had a larger waist circumference (β = 1.28 (95 % CI: 0.58; 1.98) cm), log subcutaneous fat (β =0.15 (0.10; 0.19)), diastolic (β = 3.04 (1.47; 4.62) mm Hg) and log systolic (β = 0.04 (0.02; 0.06)) blood pressure, log carotid intima media thickness (β = 0.03 (0.01; 0.06)), low-density lipoprotein cholesterol (β = 0.14 (0.04; 0.23) mmol/L) and log triglyceride (β= 0.10 (0.04; 0.16)) levels than premenopausal women. No such differences were observed in the South and East African women.

CONCLUSIONS

Menopause-related differences in risk factors for cardiometabolic disease were prominent in West but not East or South African study sites. These novel findings should inform cardiometabolic disease prevention strategies in midlife women specific to rural and urban and peri-urban locations in sub-Saharan Africa.

Urban-rural differences in epidemiology and risk factors of menopause syndrome in middle-aged Chinese women

OBJECTIVE

To compare the prevalence and severity of menopausal symptoms and investigate their associated factors among rural and urban middle-aged Chinese women.

METHODS

A descriptive, cross-sectional study of 4,580 urban and 2,729 rural randomly sampled participants aged 40 to 55 years in Gansu Province, China, was conducted. Questionnaires assessing the sociodemographic information and menstrual and reproductive histories of the participants were administered. The modified Kupperman scale was used to assess the presence and severity of menopausal symptoms. Binary and ordinal logistic regression analyses were performed to identify factors associated with the occurrence and severity of menopausal syndrome, respectively, according to the modified Kupperman Menopausal Index score rank.

RESULTS

The natural menopausal age of the rural women was significantly lower than that of the urban women (rural: 47.22, urban: 47.98; P < 0.05). Furthermore, rural women had a higher prevalence (rural: 56.35%, urban: 43.47%) and severity (rural: 11.40%, urban: 6.61%) of menopausal syndrome than the urban women ( P < 0.05). For both the urban and rural women, the prevalence and severity of most menopausal symptoms increased as menopause progressed. The three most prevalent symptoms in both the urban and rural women were fatigue (rural: 70.43%, urban: 68.19%), muscle/joint pain (rural: 62.84%, urban: 59.32%), and vertigo (rural: 57.42%, urban: 47.44%). Positive associations between menopausal symptoms and age, residence, body mass index, level of education, time of pregnancy, menstrual cycle, and presence of chronic diseases were observed.

CONCLUSIONS

Rural women experience more frequent and severe menopausal syndrome than do urban women.

Hand grip strength, standing balance, and rapid foot tapping in relation to the menopausal transition in Campeche, Mexico

OBJECTIVES

This cross-sectional study investigated menopause status in relation to hand grip strength, standing balance, and rapid foot tapping. A secondary aim was to examine the relationship between physical performance and urban/rural residence with a focus on habitual daily tasks.

METHODS

Maya and non-Maya women (40-60 years) were drawn from urban and rural sites in Campeche, Mexico (n = 543). Demographic, reproductive, and lifestyle information was collected in face-to-face interviews along with anthropometric and physical function measures. Linear regression was used to evaluate menopause status in relation to strength, balance, and foot tapping speed while adjusting for residence, ethnicity, and other variables.

RESULTS

Hand grip strength was 22.5, 21.6, and 20.0 kg in pre-, peri-, and postmenopausal women, respectively, but menopause status was not significantly related to grip strength in models adjusted for age. Grip strength was negatively associated with age and socioeconomic index, and positively associated with height and weight, self-reported health, and hours/week spent grinding corn/making tortillas. Postural stability was 9.4, 6.9, and 5.6 s across menopause categories; and menopause status remained significant in adjusted models. The number of foot taps in 10 s was 35.7, 33.4, and 33.9 taps in pre-, peri-, and postmenopausal women. Parity was negatively associated with foot tapping in adjusted models.

CONCLUSIONS

While age is a key predictor of physical function in women aged 40-60 years, menopausal status appears to have additional influences on postural control beyond age alone. Hours spent grinding corn/making tortillas were significantly associated with grip strength among rural women.